Learning Poisson systems and trajectories of autonomous systems via Poisson neural networks

Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis +1

We propose the Poisson neural networks (PNNs) to learn Poisson systems and trajectories of autonomous systems from data. Based on the Darboux-Lie theorem, the phase flow of a Poiss…